Yolov7 implementation

elitearmedforce

Hello,
I want to implement yolov7 with oak-d camera for a small project. I am trying to do this example from depthai-python, but with yolov7. I didn't find any examples online and curious is it possible. I understand yolov7 has been recently published and introduced to the community. From the reference of depthai experiments in YOLO, I see examples for v4_tiny & v3. Also checked release notes of depthai-python v2.17.0 added support for yolov6. So, I am curious, is it possible to deploy yolov7 with oak-d camera? If possible, any reference/guide that i should check.

erik

Hi electronicalien / elitearmedforce ,
Last week we have released YoloV7 training/conversion/deployment notebook here: https://github.com/luxonis/depthai-ml-training/blob/master/colab-notebooks/YoloV7_training.ipynb
Could you try it out?
Thanks, Erik

electronicalien

Hey there. I'd also be highly interested and thankful for any considerations along the process of implementation. Will try to share mine as soon as I can find the time within the next weeks.

elitearmedforce

Hey erik, apologies for late reply. I recently saw the msg and gave it a try. It works perfectly fine. Thank you for yolov7 colab file. Just little crazy with detection regions sometimes, maybe later I can mess with IOU threshold or Confidence Threshold in JSON configs.

Thank you again,

erik

Hi elitearmedforce , great that you got it working! It looks like IOU threshold is not set correctly, that's why you see multiple bounding boxes for one car.
Thanks, Erik

ThasnimolVSam22d007

elitearmedforce

can you please tell me how you did it? am stuck with blob file?? please share me the details, i just want to try it??

nicsandiland

Hi ThasnimolVSam22d007, I'm also very interested in implementing Yolo7 too. Any help or simple guide would be greatly appreciated.

thanks,

Nic

SeanWorcester

Hello, Will YOLOv7 work with an OAK-D-Lite? I am trying to create my own model, and it seems that YOLOv7 is the way to go.

Thank you

jakaskerl

Hi @SeanWorcester
Of course. luxonis/depthai-ml-trainingblob/master/colab-notebooks/YoloV7_training.ipynb